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Title	Author(s)	Year	Tags
Quality control for batch processes using multivariate latent variable methods	Flores-Cerrillo	2003	adaptive batch mid-course correction prior knowledge process control
Softwood lumber grading through on-line multivariate image analysis techniques	Bharati, MacGregor and Tropper	2003	control charts image monitoring
Digital imaging for online monitoring and control of industrial snack food processes	Yu, MacGregor, Haarsma and Bourg	2003	application food image PCA soft sensors
PLS-regression: a basic tool of chemometrics	Wold, Sjöström and Eriksson	2001	PLS
Mixture product design using latent variable methods	Muteki	2006	experiments missing data mixture property multiblock process development
Cross-validation methods in principal component analysis: A comparison	Diana and Tommasi	2002	cross validation
Principal component analysis of spectra, with application to acoustic emissions from mechanical equipment	Tan, Thornhill and Belchamber	2002	acoustic fault diagnosis
The Mahalanobis distance	De Maesschalck, Jouan-Rimbaud and Massart	2000	Hotelling's T2 tutorial
Analysis, monitoring and fault diagnosis of batch processes using multiblock and multiway PLS	Kourti, Nomikos and MacGregor	1995	application batch fault diagnosis monitoring multiblock multiway
Monitoring batch processes using multiway principal component analysis	Nomikos and MacGregor	1994	application batch monitoring multiway
Data-based latent variable methods for process analysis, monitoring and control	MacGregor, Yu, García-Muñoz and Flores-Cerrillo	2005	image machine vision monitoring PCA PLS
Troubleshooting of an industrial batch process using multivariate methods	García-Muñoz, Kourti, MacGregor, Mateos and Murphy	2003	alignment application batch troubleshooting
Product design through multivariate statistical analysis of process data	Jaeckle and MacGregor	1998	model inversion product development simulation
An introduction to multivariate calibration and analysis	Beebe and Kowalski	1987	calibration matrix MLR NIR tutorial
Partial least-squares regression: a tutorial	Geladi and Kowalski	1986	PLS regression tutorial
Multivariate statistical analysis of data from an industrial fluidized catalytic cracking process using PCA and PLS	Slama	1991	application hierarchical historical refinery troubleshooting
Cross-validation in principal component analysis	Krzanowski	1987	cross validation influential observations jackknife PCA variable selection
Process systems approaches to diagnostic imaging and property prediction	Bruwer	2006	acoustic image MRI
A framework for sequential multiblock component methods	Smilde, Westerhuis and de Jong	2003	hierarchical multiblock
Robust methods for partial least squares regression	Hubert and Vanden Branden	2003	robust SIMPLS
Development of inferential process models using PLS	Kresta, Marlin and MacGregor	1994	distillation feedback control soft sensors
Sequential design of mixture experiments for the development of new products	Muteki and MacGregor	2007	blend ratios experiments mixture property product development
Modified jack-knife estimation of parameter uncertainty in bilinear modelling by partial least squares regression (PLSR)	Martens and Martens	2000	application confidence interval jackknife PLS sensory
Cross-validation of component models: A critical look at current methods	Bro, Kjeldahl, Smilde and Kiers	2008	cross validation PCA
Automatic masking in multivariate image analysis using support vector machines	Liu, Bharati, Dunn and MacGregor	2005	image machine vision masking SVM

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